IMDEA Networks
Publications
CloudLSTM: A Recurrent Neural Model for Spatiotemporal Point-cloud Stream Forecasting
Chaoyun Zhang, Marco Fiore, Iain Murray, Paul Patras
The 35th AAAI Conference on Artificial Intelligence (AAAI 2021). Online (previously Vancouver, Canada). February 2021
AI-Based Autonomous Control, Management, and Orchestration in 5G: From Standards to Algorithms
Dario Bega, Marco Gramaglia, Ramón Pérez, Marco Fiore, Albert Banchs, Xavier Costa-Perez
IEEE Network. 10.1109/MNET.001.2000047. Volume 34 , IEEE. December 2020
Microscope: Mobile Service Traffic Decomposition for Network Slicing as a Service
Chaoyun Zhang, Marco Fiore, Ziemlicki Cezary, Paul Patras
The 26th Annual International Conference on Mobile Computing and Networking (MobiCom 2020). Online (previously London, United Kingdom). September 2020
Privacy in trajectory micro-data publishing: a survey
Marco Fiore, Panagiota Katsikouli, Elli Zavou, Mathieu Cunche, Francoise Fessant, Dominique Le Hello, Ulrich Matchi Aivodji, Baptiste Olivier, Tony Quertier, Razvan Stanica
Transactions on Data Privacy. Volume 13 , August 2020
AZTEC: Anticipatory Capacity Allocation for Zero-Touch Network Slicing
Dario Bega, Marco Gramaglia, Marco Fiore, Albert Banchs, Xavier Costa-Perez
The 39th IEEE International Conference on Computer Communications (IEEE INFOCOM 2020). Online (previously Toronto, Canada). July 2020
Identifying Common Periodicities in Mobile Service Demands with Spectral Analysis
Cristina Márquez, Marco Gramaglia, Marco Fiore, Albert Banchs, Zbigniew Smoreda
The 18th Mediterranean Communication and Computer Networking Conference (IEEE MedComNet 2020). Arona, Italy. June 2020
Network Slicing Meets Artificial Intelligence: an AI-based Framework for Slice Management
Dario Bega, Marco Gramaglia, Andres Garcia-Saavedra, Marco Fiore, Albert Banchs, Xavier Costa-Perez
IEEE Communications Magazine. 10.1109/MCOM.001.1900653. Volume 58 , June 2020
Will the Proliferation of 5G Base Stations Increase the Radio-Frequency "Pollution"?
Luca Chiaraviglio, Giuseppe Bianchi, Nicola Blefari Melazzi, Marco Fiore
IEEE 91st Vehicular Technology Conference (VTC2020-Spring). Antwerp, Belgium. May 2020
DeepCog: Optimizing Resource Provisioning in Network Slicing with AI-based Capacity Forecasting
Dario Bega, Marco Gramaglia, Marco Fiore, Albert Banchs, Xavier Costa-Perez
IEEE Journal on Selected Areas in Communications. DOI: 10.1109/JSAC.2019.2959245. Volume 38 , IEEE. ISSN: 0733-8716. February 2020
Resource Sharing Efficiency in Network Slicing
Cristina Márquez, Marco Gramaglia, Marco Fiore, Albert Banchs, Xavier Costa-Perez
IEEE Transactions on Network and Service Management. DOI: 10.1109/TNSM.2019.2923265. Volume 16 , IEEE Communications Society. ISSN: 1932-4537. September 2019
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